CS 5703-001: Machine Learning Practice (In Person): Lectures
August 22:
Class Introduction
(module 1)
August 24:
Server Configuration
(module 2)
August 24-31:
Pandas and Numpy
(module 4)
Sept 7 - Sept 12:
Classifiers
(module 5)
Sept 21 - Oct 3:
Regression
(module 6)
Oct 5 - 24:
Cross-Validation
Oct 26 - 31:
Decision Trees
Nov 9 - 14:
Ensemble Methods
Nov 14 - 21:
Principal Component Analysis
Nov 21 - 30:
Embedding Methods
Dec 5 - Dec 7:
Clustering
Dec 7:
Wrap-Up
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Last modified: Wed Dec 6 23:56:20 2023